| Issue Date | Title | Author(s) |
1 | Sep-2018 | Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat |
2 | 2012 | Analysis of gas-liquid behavior in eccentric horizontal annuli with image processing and artificial intelligence techniques | Özbayoğlu, Ahmet Murat ; Yüksel, H. Ertan |
3 | 13-Apr-2017 | An artificial neural network-based stock trading system using technical analysis and big data framework | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat ; Doğdu, Erdoğan. |
4 | 2018 | Automated generation of attack graphs using NVD | Aksu, M. Uğur; Bıçakcı, Kemal ; Dilek, M. H.; Özbayoğlu, Ahmet Murat ; Tatlı, E. İ. |
5 | Dec-2017 | Automated Image Matching and New Readings for Cyrus the Great's 547 BC Campaign in the Nabonidus Chronicle (BM 35382 = ABC 7) | Adalı, Selim Ferruh; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat |
6 | 5-Jul-2018 | Bitcoin movement prediction with text mining | Ceyhan, Kıvanç|Kurtulmaz, E.; Sert, Onur Can; Özyer, Tansel |
7 | 9-Jun-2015 | Boosting real-time recognition of hand posture and gesture for virtual mouse operations with segmentation | Öztürk, O.; Aksaç, Alper; Özyer, Tansel ; Alhajj, Reda |
8 | 2015 | A Case Study for the Churn Prediction in Turksat Internet Service Subscription | Gök, Mehmet; Özyer, Tansel ; Jida, Jamal |
9 | 2016 | Classification of HIV data By Constructing A Social Network with Frequent Itemsets | Koçak, Yunuscan; Özyer, Tansel ; Alhajj, Reda |
10 | 2018 | Classification of Turkish Documents Using Paragraph Vector | Sarı, Mustafa; Özbayoğlu, Ahmet Murat |
11 | 2013 | Comparison of Classifiers for Chatter Detection | Tuğci, Recep; Çelen, V. Burak A.; Özbayoğlu, Murat |
12 | Jun-2017 | Complex networks driven salient region detection based on superpixel segmentation | Aksaç, Alper; Özyer, Tansel ; Alhajj, Reda |
13 | 20-Oct-2017 | A comprehensive approach for validating p53 binding site predictions | Özyer, Tansel ; Alhajj, Reda |
14 | 2019 | Computational intelligence models for PIV based particle (cuttings) direction and velocity estimation in multi-phase flows | Tombul, H.; Özbayoğlu, Ahmet Murat ; Özbayoğlu, M. E. |
15 | 2013 | A Consistency-Based Feature Selection Method Allied with Linear SVMs for HIV-1 Protease Cleavage Site Prediction | Öztürk, Orkun; Aksaç, Alper; Elsheikh, Abdallah; Özyer, Tansel ; Alhajj, Reda |
16 | Feb-2018 | Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey | Sezer, Ömer Berat; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat |
17 | Dec-2019 | CutESC: Cutting edge spatial clustering technique based on proximity graphs | Aksaç, Alper; Özyer, Tansel ; Alhajj, Reda |
18 | 2013 | Çok amaçlı evrimsel algritmalar ile doğal kümeleme bulma | Özyer, Tansel |
19 | Aug-2018 | Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities | Seyfioğlu, Mehmet Saygın; Özbayoğlu, Ahmet Murat ; Gürbüz, Sevgi Zübeyde |
20 | 2017 | A Deep Learning based Stock Trading Model with 2-D CNN Trend Detection | Güdelek, Mehmet Uğur; Bölük, S. Arda; Özbayoğlu, Ahmet Murat |